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Skill: backend/integration-adapter · velcrafting | DecimalAI

codingby velcrafting

Skill: backend/integration-adapter

velcrafting/integration-adapter

Source velcrafting/codex-skills ↗License Not recorded

Build an external API adapter with timeouts, retries, idempotency, and error mapping.

SkillScore77Maintained

Automatic

Coding pack

Last verified 8/3/2026

What it changes

Passed 17 of 22 test cases with the skill, and 12 of 22 without it.

Without skill55%

With skill77%

Checks it passed that the model alone missed

Logs the target service name in telemetry output.
Sets the retries telemetry log field to none when retries are disabled.
Logs the skill identifier backend/integration-adapter in telemetry output.

and 4 more in the full report

6 fixed11 passed either way4 still failing1 broke

Pass-rate lift: +23 pp
Tokens: +20%
Agent turns: 0%
Response time: -3%

Model gemini-3.6-flashMeasured 8/3/2026v117 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/velcrafting-integration-adapter/SKILL.md https://app.decimal.ai/s/velcrafting-integration-adapter/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add velcrafting-integration-adapter, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/velcrafting-integration-adapter/ and pins it in .decimal/skills.lock

decimalai skills add velcrafting-integration-adapter

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/velcrafting-integration-adapter/SKILL.md https://app.decimal.ai/s/velcrafting-integration-adapter/SKILL.md

Raw file: /s/velcrafting-integration-adapter/SKILL.md ↗ · machine-readable summary at /s/velcrafting-integration-adapter.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 6

Prompt

A developer wants to make a quick one-off HTTP request to the Intercom API directly inside an Express route handler to fetch user profiles. Is this permitted?

What was checked, without and with the skill
Checked	Without skill	With skill
Rejects making direct external HTTP calls inside web application route handlers.	Missed	Passed

case-22 · gemini-3.6-flash · 8/3/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md87 linessingle file

Skill: backend/integration-adapter

Purpose

Integrate with an external service via a dedicated adapter that enforces:

timeouts
retry policy
idempotency where applicable
error mapping into shared taxonomy
observability (logs/metrics/traces) consistent with repo standards

This skill prevents “HTTP calls sprinkled everywhere.”

Inputs

External API/service name + base URL (or SDK)
Required operations (list)
Auth mechanism (token, key, oauth) WITHOUT secrets
Expected failure cases (timeouts, rate limits, invalid responses)
Repo profile (preferred): <repo>/REPO_PROFILE.json

Outputs

Adapter module with a narrow interface
Retry/timeout configuration
Error mapping to shared taxonomy
Contract tests or mocks (preferred)
Minimal observability instrumentation

Non-goals

Implementing domain rules (use backend/domain-logic-module)
Building orchestration/jobs (use backend/job-worker-orchestration)
Storing secrets in code

Workflow

Track record

Benchmark

17 / 22

test cases passed, vs 12 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/1/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

velcrafting / codex-skills

skills/backend/integration-adapter/SKILL.md

View on GitHub ↗

Imported 8/1/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Skill: backend/integration-adapter

Purpose

Inputs

Outputs

Non-goals

Workflow

Track record

Benchmark

Adoption

SkillSafety

Source

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